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OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models
We report a C‐atom‐based scoring function, named OPUS‐CSF, for ranking protein structural models. Rather than using traditional Boltzmann formula, we built a scoring function (CSF score) based on the native distributions (derived from the entire PDB) of coordinate components of mainchain C (carbonyl...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5734313/ https://www.ncbi.nlm.nih.gov/pubmed/29047165 http://dx.doi.org/10.1002/pro.3327 |
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author | Xu, Gang Ma, Tianqi Zang, Tianwu Wang, Qinghua Ma, Jianpeng |
author_facet | Xu, Gang Ma, Tianqi Zang, Tianwu Wang, Qinghua Ma, Jianpeng |
author_sort | Xu, Gang |
collection | PubMed |
description | We report a C‐atom‐based scoring function, named OPUS‐CSF, for ranking protein structural models. Rather than using traditional Boltzmann formula, we built a scoring function (CSF score) based on the native distributions (derived from the entire PDB) of coordinate components of mainchain C (carbonyl) atoms on selected residues of peptide segments of 5, 7, 9, and 11 residues in length. In testing OPUS‐CSF on decoy recognition, it maximally recognized 257 native structures out of 278 targets in 11 commonly used decoy sets, significantly outperforming other popular all‐atom empirical potentials. The average correlation coefficient with TM‐score was also comparable with those of other potentials. OPUS‐CSF is a highly coarse‐grained scoring function, which only requires input of partial mainchain information, and very fast. Thus, it is suitable for applications at early stage of structural building. |
format | Online Article Text |
id | pubmed-5734313 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-57343132017-12-21 OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models Xu, Gang Ma, Tianqi Zang, Tianwu Wang, Qinghua Ma, Jianpeng Protein Sci Tools for Protein Science We report a C‐atom‐based scoring function, named OPUS‐CSF, for ranking protein structural models. Rather than using traditional Boltzmann formula, we built a scoring function (CSF score) based on the native distributions (derived from the entire PDB) of coordinate components of mainchain C (carbonyl) atoms on selected residues of peptide segments of 5, 7, 9, and 11 residues in length. In testing OPUS‐CSF on decoy recognition, it maximally recognized 257 native structures out of 278 targets in 11 commonly used decoy sets, significantly outperforming other popular all‐atom empirical potentials. The average correlation coefficient with TM‐score was also comparable with those of other potentials. OPUS‐CSF is a highly coarse‐grained scoring function, which only requires input of partial mainchain information, and very fast. Thus, it is suitable for applications at early stage of structural building. John Wiley and Sons Inc. 2017-11-06 2018-01 /pmc/articles/PMC5734313/ /pubmed/29047165 http://dx.doi.org/10.1002/pro.3327 Text en © 2017 The Authors Protein Science published by Wiley Periodicals, Inc. on behalf of The Protein Society This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Tools for Protein Science Xu, Gang Ma, Tianqi Zang, Tianwu Wang, Qinghua Ma, Jianpeng OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models |
title | OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models |
title_full | OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models |
title_fullStr | OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models |
title_full_unstemmed | OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models |
title_short | OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models |
title_sort | opus‐csf: a c‐atom‐based scoring function for ranking protein structural models |
topic | Tools for Protein Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5734313/ https://www.ncbi.nlm.nih.gov/pubmed/29047165 http://dx.doi.org/10.1002/pro.3327 |
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